Diagnosis of osteoporotic vertebral compression fractures and fracture level detection using multitask learning with U-Net in lumbar spine lateral radiographs

Diagnosis of osteoporotic vertebral compression fractures and fracture level detection using multitask learning with U-Net in lumbar spine lateral radiographs

Recent studies of automatic diagnosis of vertebral compression fractures (VCFs) using deep learning mainly focus on segmentation and vertebral level detection in lumbar spine lateral radiographs (LSLRs). Herein, we developed a model for simultaneous VCF diagnosis and vertebral level detection withou...

Full description

Bibliographic Details
Main Authors: Seung Min Ryu, Soyoung Lee, Miso Jang, Jung-Min Koh, Sung Jin Bae, Seong Gyu Jegal, Keewon Shin, Namkug Kim
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Computational and Structural Biotechnology Journal
Subjects:
Deep Learning
Computer-Assisted Diagnosis
Computer-Assisted Radiographic Image Interpretation
Compression Fractures
Osteoporotic Fractures
Online Access:http://www.sciencedirect.com/science/article/pii/S2001037023002301

Internet

http://www.sciencedirect.com/science/article/pii/S2001037023002301

Similar Items